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Evaluating recommender systems for technology enhanced learning: a quantitative survey
The increasing number of publications on recommender systems for Technology Enhanced
Learning (TEL) evidence a growing interest in their development and deployment. In order …
Learning (TEL) evidence a growing interest in their development and deployment. In order …
Crokodil-a platform for collaborative resource-based learning
On-the-job learning is primarily a personal knowledge acquisition process accomplished
increasingly based on resources found on the Web. These days, collaboratively learning …
increasingly based on resources found on the Web. These days, collaboratively learning …
On the coherence of fake news articles
The generation and spread of fake news within new and online media sources is emerging
as a phenomenon of high societal significance. Combating them using data-driven analytics …
as a phenomenon of high societal significance. Combating them using data-driven analytics …
Fast text classification using randomized explicit semantic analysis
Document classification or document categorization is one of the most studied areas in
computer science due to its importance. The problem is to assign a document using its text …
computer science due to its importance. The problem is to assign a document using its text …
[HTML][HTML] Architecture of a concept-based information retrieval system for educational resources
Internet searches that occur in learning contexts are very different in nature from traditional
“lookup” or “known item” searches: students usually perform searches to gather information …
“lookup” or “known item” searches: students usually perform searches to gather information …
Cross social media recommendation
The proliferation of rich social media data revolutionizes the way people perceive and
understand the world. Unfortunately, so far, there does not exist a single social media …
understand the world. Unfortunately, so far, there does not exist a single social media …
Cross-lingual recommendations in a resource-based learning scenario
CROKODIL is a platform supporting resource–based learning scenarios for self–directed, on–
task learning with web resources. As CROKODIL enables the forming of possibly large …
task learning with web resources. As CROKODIL enables the forming of possibly large …
Thematically reinforced explicit semantic analysis
We present an extended, thematically reinforced version of Gabrilovich and Markovitch's
Explicit Semantic Analysis (ESA), where we obtain thematic information through the …
Explicit Semantic Analysis (ESA), where we obtain thematic information through the …
Improving esa with document similarity
Explicit semantic analysis (ESA) is a technique for computing semantic relatedness between
natural language texts. It is a document-based distributional model similar to latent semantic …
natural language texts. It is a document-based distributional model similar to latent semantic …
Econo-ESA in semantic text similarity
Explicit semantic analysis (ESA) utilizes an immense Wikipedia index matrix in its interpreter
part. This part of the analysis multiplies a large matrix by a term vector to produce a high …
part. This part of the analysis multiplies a large matrix by a term vector to produce a high …